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Validity
The extent to which a test measures or predicts what it is supposed to.
Objective Quantitative
Numerical data based on measurements of a participant's response that can be directly observed and verified by the researcher.
Sample
The small group of participants, out of the total number available, that a researcher studies.
Relationship
An association between two or more variables.
Observational
A research design in which the researcher collects quantitative data based on pre-existing criteria or variables.
Ethics
The system of moral principles and rules that becomes standards for professional conduct.
Experimental
The method design to explore cause and effect with manipulation or one or more factors (independent variables) and using random assignment.
Extraneous Variable
A variable that confuses the association between the independent and dependent variables and thus needs to be restricted either within the research design or through statistic procedures
Independent Variable
The experimental factor that is manipulated; the variable whose effect is being studied
Population
All the cases in a group, from which samples may be drawn for a study
Control Group
The group that does not receive the experimental treatment.
Normal Distribution
Approximate distribution of scores expected when a sample is taken from a large population, drawn as a frequency polygon that often takes the form of a bell-shaped curve, called the normal curve
Median
The middle number in a set of numbers that are listed in order.
Dependent Variable
The outcome factor; the variable that may change in response to manipulations of the independent variable.
Reliability
The ability of a test to give the same results under similar conditions
Debriefing
A procedure to inform participants about the true nature of an experiment after its completion.
Qualitative
Not having to do with numbers.
Standard Deviation
A computed measure of how much scores vary around the mean score.
Mean
An average of x numbers computed by adding some function of the numbers and dividing by some function of x
Range
The difference between the highest and lowest scores in a distribution
Hypothesis
A prediction about behavior that is tested through scientific research
Subjective Quantitative
Numerical data determined by the research participants that the researcher cannot directly verify and therefore cannot be certain of its accuracy.